AuraML

AuraML delivers the Multimodal World Model (MMWM) and generative simulation platform, AuraSIM, to close the sim-to-real gap for next-generation robotics and autonomous systems.

AuraML is building the foundational infrastructure for intelligent systems: a Multimodal World Model (MMWM) suite that powers robotic perception, prediction, and reasoning. Their core platform, AuraSIM, is a cloud-native, text-to-simulation engine that accelerates robotics development. This technology replaces hand-coded rules with learned behaviors, generating up to 60 seconds of realistic future simulation and enabling instant adaptation across domain shifts (transfer). By shifting testing from physical to virtual environments, AuraML claims to cut deployment timelines from six months and $500,000 to just one week at a fraction of the cost (Source: Entrackr, 2025).

https://auraml.com